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8 ITEMSBooks, essays, papers, and rabbit holes that changed how I think about building, systems, and craft.
§01SPOTLIGHT READS3 CANONICAL
NO.01
Book
READ SOURCE
systems·O'Reilly Media
Designing Data-Intensive ApplicationsAuthor: Martin Kleppmann
BookFormat
AdvancedDifficulty
EssentialCurated Status
WHY IT MATTERSThe single best technical book written about how large distributed systems fail, how data is stored on disk, and how consistency models trade off.
Distributed SystemsStorage EnginesReplicationConsensus
OPEN RESOURCENO.02
Paper
READ SOURCE
ai·Google Brain / Research
Attention Is All You NeedAuthor: Vaswani et al.
PaperFormat
IntermediateDifficulty
EssentialCurated Status
WHY IT MATTERSThe foundational architecture paper of modern AI. Replacing recurrent networks with parallel multi-head self-attention unlocked scaling laws.
TransformersSelf-AttentionDeep LearningLLMs
OPEN RESOURCENO.03
Paper
READ SOURCE
systems·Communications of the ACM
Time, Clocks, and the Ordering of Events in a Distributed SystemAuthor: Leslie Lamport
PaperFormat
AdvancedDifficulty
EssentialCurated Status
WHY IT MATTERSClarified once and for all that physical time cannot establish causal order in distributed networks, introducing Lamport timestamps and state machines.
Logical ClocksConcurrencyConsensus
OPEN RESOURCE§02THE ARCHIVE8 TOTAL ITEMS
SHOWING 8 RESOURCES
NO.01
Book·O'Reilly Media
Designing Data-Intensive Applications
by Martin KleppmannThe single best technical book written about how large distributed systems fail, how data is stored on disk, and how consistency models trade off.
Distributed SystemsStorage EnginesReplication
AdvancedNO.02
Paper·Google Brain / Research
Attention Is All You Need
by Vaswani et al.The foundational architecture paper of modern AI. Replacing recurrent networks with parallel multi-head self-attention unlocked scaling laws.
TransformersSelf-AttentionDeep Learning
IntermediateNO.03
Paper·Communications of the ACM
Time, Clocks, and the Ordering of Events in a Distributed System
by Leslie LamportClarified once and for all that physical time cannot establish causal order in distributed networks, introducing Lamport timestamps and state machines.
Logical ClocksConcurrencyConsensus
AdvancedNO.04
Paper·Software Craft Paper
Out of the Tar Pit
by Ben Moseley & Peter MarksDistinguishes essential complexity from accidental complexity, arguing that unconstrained mutable state is the root cause of software fragility.
State ComplexityFunctional ProgrammingRelational Model
IntermediateNO.05
Paper·USENIX ATC
In Search of an Understandable Consensus Algorithm (Raft)
by Diego Ongaro & John OusterhoutDeconstructs Paxos into intuitive decomposed phases: leader election, log replication, and safety invariants. Essential for distributed backends.
ConsensusRaftLeader Election
IntermediateNO.06
Book·Stanford University
A Philosophy of Software Design
by John OusterhoutPresents the case for 'deep modules': interfaces that are extremely simple while concealing profound internal complexity.
Deep ModulesInformation HidingAbstraction
BeginnerNO.07
Paper·OpenAI Research
Language Models are Few-Shot Learners (GPT-3)
by Tom B. Brown et al.Demonstrated that scaling autoregressive models produces emergent general-purpose in-context problem-solving capabilities without gradient updates.
Few-ShotIn-Context LearningEmergence
IntermediateNO.08
Book·AOSA Project
The Architecture of Open Source Applications
by Amy Brown & Greg WilsonReal-world engineering tear-downs of major open source codebases (Git, Nginx, LLVM) written by their original creators.
Open SourceSystem DesignNginx
Intermediate